Class: Aws::SageMaker::Types::DescribeModelPackageOutput

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::DescribeModelPackageOutput

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #additional_inference_specifications ⇒ Array<Types::AdditionalInferenceSpecificationDefinition>

  An array of additional Inference Specification objects.

• #approval_description ⇒ String

  A description provided for the model approval.

• #certify_for_marketplace ⇒ Boolean

  Whether the model package is certified for listing on Amazon Web Services Marketplace.

• #created_by ⇒ Types::UserContext

  Information about the user who created or modified an experiment, trial, trial component, lineage group, project, or model card.

• #creation_time ⇒ Time

  A timestamp specifying when the model package was created.

• #customer_metadata_properties ⇒ Hash<String,String>

  The metadata properties associated with the model package versions.

• #domain ⇒ String

  The machine learning domain of the model package you specified.

• #drift_check_baselines ⇒ Types::DriftCheckBaselines

  Represents the drift check baselines that can be used when the model monitor is set using the model package.

• #inference_specification ⇒ Types::InferenceSpecification

  Details about inference jobs that you can run with models based on this model package.

• #last_modified_by ⇒ Types::UserContext

  Information about the user who created or modified an experiment, trial, trial component, lineage group, project, or model card.

• #last_modified_time ⇒ Time

  The last time that the model package was modified.

• #metadata_properties ⇒ Types::MetadataProperties

  Metadata properties of the tracking entity, trial, or trial component.

• #model_approval_status ⇒ String

  The approval status of the model package.

• #model_card ⇒ Types::ModelPackageModelCard

  The model card associated with the model package.

• #model_metrics ⇒ Types::ModelMetrics

  Metrics for the model.

• #model_package_arn ⇒ String

  The Amazon Resource Name (ARN) of the model package.

• #model_package_description ⇒ String

  A brief summary of the model package.

• #model_package_group_name ⇒ String

  If the model is a versioned model, the name of the model group that the versioned model belongs to.

• #model_package_name ⇒ String

  The name of the model package being described.

• #model_package_status ⇒ String

  The current status of the model package.

• #model_package_status_details ⇒ Types::ModelPackageStatusDetails

  Details about the current status of the model package.

• #model_package_version ⇒ Integer

  The version of the model package.

• #sample_payload_url ⇒ String

  The Amazon Simple Storage Service (Amazon S3) path where the sample payload are stored.

• #security_config ⇒ Types::ModelPackageSecurityConfig

  The KMS Key ID (‘KMSKeyId`) used for encryption of model package information.

• #skip_model_validation ⇒ String

  Indicates if you want to skip model validation.

• #source_algorithm_specification ⇒ Types::SourceAlgorithmSpecification

  Details about the algorithm that was used to create the model package.

• #source_uri ⇒ String

  The URI of the source for the model package.

• #task ⇒ String

  The machine learning task you specified that your model package accomplishes.

• #validation_specification ⇒ Types::ModelPackageValidationSpecification

  Configurations for one or more transform jobs that SageMaker runs to test the model package.

Instance Attribute Details

#additional_inference_specifications ⇒ Array<Types::AdditionalInferenceSpecificationDefinition>

An array of additional Inference Specification objects. Each additional Inference Specification specifies artifacts based on this model package that can be used on inference endpoints. Generally used with SageMaker Neo to store the compiled artifacts.

Returns:

• (Array<Types::AdditionalInferenceSpecificationDefinition>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15474

class DescribeModelPackageOutput < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :customer_metadata_properties,
  :drift_check_baselines,
  :additional_inference_specifications,
  :skip_model_validation,
  :source_uri,
  :security_config,
  :model_card)
  SENSITIVE = []
  include Aws::Structure
end

#approval_description ⇒ String

A description provided for the model approval.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15474

class DescribeModelPackageOutput < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :customer_metadata_properties,
  :drift_check_baselines,
  :additional_inference_specifications,
  :skip_model_validation,
  :source_uri,
  :security_config,
  :model_card)
  SENSITIVE = []
  include Aws::Structure
end

#certify_for_marketplace ⇒ Boolean

Whether the model package is certified for listing on Amazon Web Services Marketplace.

Returns:

• (Boolean)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15474

class DescribeModelPackageOutput < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :customer_metadata_properties,
  :drift_check_baselines,
  :additional_inference_specifications,
  :skip_model_validation,
  :source_uri,
  :security_config,
  :model_card)
  SENSITIVE = []
  include Aws::Structure
end

#created_by ⇒ Types::UserContext

Information about the user who created or modified an experiment, trial, trial component, lineage group, project, or model card.

Returns:

• (Types::UserContext)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15474

class DescribeModelPackageOutput < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :customer_metadata_properties,
  :drift_check_baselines,
  :additional_inference_specifications,
  :skip_model_validation,
  :source_uri,
  :security_config,
  :model_card)
  SENSITIVE = []
  include Aws::Structure
end

#creation_time ⇒ Time

A timestamp specifying when the model package was created.

Returns:

• (Time)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15474

class DescribeModelPackageOutput < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :customer_metadata_properties,
  :drift_check_baselines,
  :additional_inference_specifications,
  :skip_model_validation,
  :source_uri,
  :security_config,
  :model_card)
  SENSITIVE = []
  include Aws::Structure
end

#customer_metadata_properties ⇒ Hash<String,String>

The metadata properties associated with the model package versions.

Returns:

• (Hash<String,String>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15474

class DescribeModelPackageOutput < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :customer_metadata_properties,
  :drift_check_baselines,
  :additional_inference_specifications,
  :skip_model_validation,
  :source_uri,
  :security_config,
  :model_card)
  SENSITIVE = []
  include Aws::Structure
end

#domain ⇒ String

The machine learning domain of the model package you specified. Common machine learning domains include computer vision and natural language processing.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15474

class DescribeModelPackageOutput < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :customer_metadata_properties,
  :drift_check_baselines,
  :additional_inference_specifications,
  :skip_model_validation,
  :source_uri,
  :security_config,
  :model_card)
  SENSITIVE = []
  include Aws::Structure
end

#drift_check_baselines ⇒ Types::DriftCheckBaselines

Represents the drift check baselines that can be used when the model monitor is set using the model package. For more information, see the topic on [Drift Detection against Previous Baselines in SageMaker Pipelines] in the *Amazon SageMaker Developer Guide*.

[1]: docs.aws.amazon.com/sagemaker/latest/dg/pipelines-quality-clarify-baseline-lifecycle.html#pipelines-quality-clarify-baseline-drift-detection

Returns:

• (Types::DriftCheckBaselines)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15474

class DescribeModelPackageOutput < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :customer_metadata_properties,
  :drift_check_baselines,
  :additional_inference_specifications,
  :skip_model_validation,
  :source_uri,
  :security_config,
  :model_card)
  SENSITIVE = []
  include Aws::Structure
end

#inference_specification ⇒ Types::InferenceSpecification

Details about inference jobs that you can run with models based on this model package.

Returns:

• (Types::InferenceSpecification)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15474

class DescribeModelPackageOutput < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :customer_metadata_properties,
  :drift_check_baselines,
  :additional_inference_specifications,
  :skip_model_validation,
  :source_uri,
  :security_config,
  :model_card)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_by ⇒ Types::UserContext

Information about the user who created or modified an experiment, trial, trial component, lineage group, project, or model card.

Returns:

• (Types::UserContext)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15474

class DescribeModelPackageOutput < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :customer_metadata_properties,
  :drift_check_baselines,
  :additional_inference_specifications,
  :skip_model_validation,
  :source_uri,
  :security_config,
  :model_card)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_time ⇒ Time

The last time that the model package was modified.

Returns:

• (Time)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15474

class DescribeModelPackageOutput < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :customer_metadata_properties,
  :drift_check_baselines,
  :additional_inference_specifications,
  :skip_model_validation,
  :source_uri,
  :security_config,
  :model_card)
  SENSITIVE = []
  include Aws::Structure
end

#metadata_properties ⇒ Types::MetadataProperties

Metadata properties of the tracking entity, trial, or trial component.

Returns:

• (Types::MetadataProperties)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15474

class DescribeModelPackageOutput < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :customer_metadata_properties,
  :drift_check_baselines,
  :additional_inference_specifications,
  :skip_model_validation,
  :source_uri,
  :security_config,
  :model_card)
  SENSITIVE = []
  include Aws::Structure
end

#model_approval_status ⇒ String

The approval status of the model package.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15474

class DescribeModelPackageOutput < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :customer_metadata_properties,
  :drift_check_baselines,
  :additional_inference_specifications,
  :skip_model_validation,
  :source_uri,
  :security_config,
  :model_card)
  SENSITIVE = []
  include Aws::Structure
end

#model_card ⇒ Types::ModelPackageModelCard

The model card associated with the model package. Since ‘ModelPackageModelCard` is tied to a model package, it is a specific usage of a model card and its schema is simplified compared to the schema of `ModelCard`. The `ModelPackageModelCard` schema does not include `model_package_details`, and `model_overview` is composed of the `model_creator` and `model_artifact` properties. For more information about the model card associated with the model package, see [View the Details of a Model Version].

[1]: docs.aws.amazon.com/sagemaker/latest/dg/model-registry-details.html

Returns:

• (Types::ModelPackageModelCard)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15474

class DescribeModelPackageOutput < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :customer_metadata_properties,
  :drift_check_baselines,
  :additional_inference_specifications,
  :skip_model_validation,
  :source_uri,
  :security_config,
  :model_card)
  SENSITIVE = []
  include Aws::Structure
end

#model_metrics ⇒ Types::ModelMetrics

Metrics for the model.

Returns:

• (Types::ModelMetrics)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15474

class DescribeModelPackageOutput < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :customer_metadata_properties,
  :drift_check_baselines,
  :additional_inference_specifications,
  :skip_model_validation,
  :source_uri,
  :security_config,
  :model_card)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_arn ⇒ String

The Amazon Resource Name (ARN) of the model package.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15474

class DescribeModelPackageOutput < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :customer_metadata_properties,
  :drift_check_baselines,
  :additional_inference_specifications,
  :skip_model_validation,
  :source_uri,
  :security_config,
  :model_card)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_description ⇒ String

A brief summary of the model package.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15474

class DescribeModelPackageOutput < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :customer_metadata_properties,
  :drift_check_baselines,
  :additional_inference_specifications,
  :skip_model_validation,
  :source_uri,
  :security_config,
  :model_card)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_group_name ⇒ String

If the model is a versioned model, the name of the model group that the versioned model belongs to.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15474

class DescribeModelPackageOutput < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :customer_metadata_properties,
  :drift_check_baselines,
  :additional_inference_specifications,
  :skip_model_validation,
  :source_uri,
  :security_config,
  :model_card)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_name ⇒ String

The name of the model package being described.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15474

class DescribeModelPackageOutput < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :customer_metadata_properties,
  :drift_check_baselines,
  :additional_inference_specifications,
  :skip_model_validation,
  :source_uri,
  :security_config,
  :model_card)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_status ⇒ String

The current status of the model package.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15474

class DescribeModelPackageOutput < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :customer_metadata_properties,
  :drift_check_baselines,
  :additional_inference_specifications,
  :skip_model_validation,
  :source_uri,
  :security_config,
  :model_card)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_status_details ⇒ Types::ModelPackageStatusDetails

Details about the current status of the model package.

Returns:

• (Types::ModelPackageStatusDetails)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15474

class DescribeModelPackageOutput < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :customer_metadata_properties,
  :drift_check_baselines,
  :additional_inference_specifications,
  :skip_model_validation,
  :source_uri,
  :security_config,
  :model_card)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_version ⇒ Integer

The version of the model package.

Returns:

• (Integer)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15474

class DescribeModelPackageOutput < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :customer_metadata_properties,
  :drift_check_baselines,
  :additional_inference_specifications,
  :skip_model_validation,
  :source_uri,
  :security_config,
  :model_card)
  SENSITIVE = []
  include Aws::Structure
end

#sample_payload_url ⇒ String

The Amazon Simple Storage Service (Amazon S3) path where the sample payload are stored. This path points to a single gzip compressed tar archive (.tar.gz suffix).

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15474

class DescribeModelPackageOutput < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :customer_metadata_properties,
  :drift_check_baselines,
  :additional_inference_specifications,
  :skip_model_validation,
  :source_uri,
  :security_config,
  :model_card)
  SENSITIVE = []
  include Aws::Structure
end

#security_config ⇒ Types::ModelPackageSecurityConfig

The KMS Key ID (‘KMSKeyId`) used for encryption of model package information.

Returns:

• (Types::ModelPackageSecurityConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15474

class DescribeModelPackageOutput < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :customer_metadata_properties,
  :drift_check_baselines,
  :additional_inference_specifications,
  :skip_model_validation,
  :source_uri,
  :security_config,
  :model_card)
  SENSITIVE = []
  include Aws::Structure
end

#skip_model_validation ⇒ String

Indicates if you want to skip model validation.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15474

class DescribeModelPackageOutput < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :customer_metadata_properties,
  :drift_check_baselines,
  :additional_inference_specifications,
  :skip_model_validation,
  :source_uri,
  :security_config,
  :model_card)
  SENSITIVE = []
  include Aws::Structure
end

#source_algorithm_specification ⇒ Types::SourceAlgorithmSpecification

Details about the algorithm that was used to create the model package.

Returns:

• (Types::SourceAlgorithmSpecification)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15474

class DescribeModelPackageOutput < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :customer_metadata_properties,
  :drift_check_baselines,
  :additional_inference_specifications,
  :skip_model_validation,
  :source_uri,
  :security_config,
  :model_card)
  SENSITIVE = []
  include Aws::Structure
end

#source_uri ⇒ String

The URI of the source for the model package.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15474

class DescribeModelPackageOutput < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :customer_metadata_properties,
  :drift_check_baselines,
  :additional_inference_specifications,
  :skip_model_validation,
  :source_uri,
  :security_config,
  :model_card)
  SENSITIVE = []
  include Aws::Structure
end

#task ⇒ String

The machine learning task you specified that your model package accomplishes. Common machine learning tasks include object detection and image classification.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15474

class DescribeModelPackageOutput < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :customer_metadata_properties,
  :drift_check_baselines,
  :additional_inference_specifications,
  :skip_model_validation,
  :source_uri,
  :security_config,
  :model_card)
  SENSITIVE = []
  include Aws::Structure
end

#validation_specification ⇒ Types::ModelPackageValidationSpecification

Configurations for one or more transform jobs that SageMaker runs to test the model package.

Returns:

• (Types::ModelPackageValidationSpecification)

# File 'lib/aws-sdk-sagemaker/types.rb', line 15474

class DescribeModelPackageOutput < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :customer_metadata_properties,
  :drift_check_baselines,
  :additional_inference_specifications,
  :skip_model_validation,
  :source_uri,
  :security_config,
  :model_card)
  SENSITIVE = []
  include Aws::Structure
end